MSE598 ML S2023
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From Andre Schleife 5/2/2023
15 plays 0Recurrent Neural Networks and Bowtie Project -
From Andre Schleife 4/27/2023
7 plays 0Reinforcement Learning -
From Andre Schleife 4/25/2023
15 plays 0Machine Learning Potentials in Molecular Dynamics -
From Andre Schleife 4/23/2023
40 plays 0Atomistic Descriptors and Ontologies -
From Andre Schleife 4/17/2023
57 plays 0Neural Networks: Image Classification -
From Andre Schleife 4/13/2023
18 plays 0Neural Networks: Training -
From Andre Schleife 4/11/2023
12 plays 0Random Forests, Neural Networks I -
From Andre Schleife 4/6/2023
16 plays 0Gradient Boosted Random Forests -
From Andre Schleife 4/4/2023
16 plays 0Active Learning and Decision Trees -
From Andre Schleife 3/30/2023
16 plays 0Gaussian Process Regression and Active Learning -
From Andre Schleife 3/28/2023
27 plays 0Evaluation of Classifiers, Gaussian Process Regression -
From Andre Schleife 3/23/2023
32 plays 0Evaluation of Classifiers -
From Andre Schleife 3/21/2023
25 plays 0Compressed Sensing, Support Vector Machines -
From Andre Schleife 3/5/2023
69 plays 0Usage of NOMAD database and API -
From Andre Schleife 3/5/2023
63 plays 0Principal Component Analysis, NNMF -
From Andre Schleife 3/2/2023
63 plays 0Clustering: K nearest neighbors, K means, DBSCAN -
From Andre Schleife 2/28/2023
50 plays 0K nearest neighbors regression -
From Andre Schleife 2/23/2023
60 plays 0Normalization, Cross Validation, Kernel Ridge Regression -
From Andre Schleife 2/21/2023
83 plays 0Ridge Regression -
From Andre Schleife 2/13/2023
54 plays 0Models and Hands-on: Classification, Training, Evaluation -
From Andre Schleife 2/13/2023
67 plays 0Hands-on and Models: Linear regression, Evaluation, Feature Engineering/Descriptor selection (LASSO), Tuning and Model selection -
From Andre Schleife 2/9/2023
31 plays 0Hands-on and Models: Linear regression, -
From Andre Schleife 2/2/2023
17 plays 0Data curation; FAIR principles; Hands-on: pandas -
From Andre Schleife 1/31/2023
17 plays 0Data: Data types, data sources, cleanup, preparation, curation -
Random numbers, Hands-on: Linear Algebra and… 25 of 28
Random numbers, Hands-on: Linear Algebra and…
From Andre Schleife 1/26/2023
27 plays 0Random numbers, Hands-on: Linear Algebra and Statistics with Python -
From Andre Schleife 1/24/2023
25 plays 0Deployment, Introduction: Python/Jupyter, numpy -
From Andre Schleife 1/19/2023
25 plays 0Overview: Supervised, Unsupervised, Reinforcement Learning -
From Andre Schleife 1/17/2023
33 plays 0Course Outline, Computer Environment, Statistics